Ling 3.2 Flash API Pricing / Price per 1M tokens
Ant Ling Ling-3.2-flash (API model id Ling-3.2-flash), launched 2026-11-05. MoE, 560B total parameters, 25B activated. Official context wording is "1M", shared between input and output; context_window stores 1000000. The pages do not publish 1000000 versus 1048576. Native image, text, and video input; the chat API returns text. The OpenAI-compatible API documents thinking mode and tool calls for the 3.2 series. This release's weights and licence are not stated. No supported-regions list was published. Personal Alipay is required to pay. The pricing page says the model is free for the first 2 weeks after launch and does not give a calendar end date or a post-promo list price, so promo_ends_at and regular prices are NULL. Cache-read price is not published. Currency is CNY because the first-party section of that page is priced in CNY; the free sentence itself has no currency symbol. The FAQ's separate daily quota of 500,000 tokens and the Ling Studio Open API QPS limit of 2 are platform terms, not this launch price. Catalog 2026-11-06 Ling-3.2-flash. Verified 2026-11-06. Source: https://developer.ant-ling.com/en/docs/getting-started/changelog ; https://developer.ant-ling.com/en/docs/models/ling ; https://developer.ant-ling.com/en/docs/models/price/ ; https://developer.ant-ling.com/en/docs/faq/ ; https://developer.ant-ling.com/en/docs/api-reference/chat/openai/
inclusionai • API Price Comparison
Also known as: inclusionai-ling-3-2-flash · inclusionai ling 3 2 flash · inclusionailing32flash · inclusionai-ling3-2-flash · inclusionai ling3 2 flash · ling-3.2-flash · ling3.2flash · ling3.2-flash · ling3.2 flash
API pricing and token costs at a glance
Updated on · Published currencies / per 1M tokens; cheapest ranked by input
| Channel | Input / 1M | Output / 1M | Cache read / 1M | Updated / verified on |
|---|---|---|---|---|
| inclusionaiOfficialLowest input | CNY 0 | CNY 0 | — | 2026-11-06 |
Metered API cost = input tokens / 1M × input rate + output tokens / 1M × output rate. At the lowest-input-rate channel, 1M input plus 250K output tokens costs approximately CNY 0. This excludes caching, tools, retries and other service fees; the lowest input rate does not guarantee the lowest total bill.
— means the price or date is not recorded. Cross-currency ranking uses exchange rates.
Ling 3.2 Flash is a large language model by inclusionai with a 1M-token context window. Prices are collected daily from official provider pages and every tracked channel, then cross-checked by a data-accuracy audit.
| Channel | Type | Input / 1M | Output / 1M | Rate Limit | vs Official | |
|---|---|---|---|---|---|---|
inclusionai💰 Best Price🏢 Official | Official | ¥0.00 | ¥0.00 | - | Baseline |
| Usage Level | Tokens/Month | inclusionai |
|---|---|---|
| 🐣 Light | 0.1M in + 0.1M out | $0.00 |
| 📊 Medium | 1.0M in + 0.5M out | $0.00 |
| 🚀 Heavy | 10.0M in + 5.0M out | $0.00 |
| 🏢 Enterprise | 100.0M in + 50.0M out | $0.00 |
Frequently asked questions about Ling-3.2-flash
How much does the Ling 3.2 Flash API cost?
The lowest input rate is CNY 0 per 1M tokens; output on that channel is CNY 0 per 1M tokens.
Which channel has the cheapest Ling 3.2 Flash API?
inclusionai has the lowest input rate: CNY 0 per 1M tokens. Cross-currency ranking uses exchange rates; compare output and cache prices separately.
What is the Ling 3.2 Flash cache-read price?
No cache-read rate is recorded; missing prices do not imply free caching.
When was Ling 3.2 Flash pricing last updated?
Updated on 2026-11-06. This is the latest recorded price update or verification; see the table for individual channel dates.
Is there a free Ling 3.2 Flash API?
Among recorded quotes, inclusionai lists zero input and output token rates. Check free-route limits, availability, tool charges and eligibility; other channels may charge.
How do I calculate Ling 3.2 Flash token costs and monthly spend?
Metered API cost = input tokens / 1M × input rate + output tokens / 1M × output rate. At the lowest-input-rate channel, 1M input plus 250K output tokens costs approximately CNY 0. This excludes caching, tools, retries and other service fees; the lowest input rate does not guarantee the lowest total bill.